FineSchema
Cognitive Truth Engine
We do not guess feelings. We do not claim absolute truth. We evaluate what is most justified by evidence, context, and reasoning.
FineSchema는 표정만 보고 감정을 단정하지 않습니다. 기록 하나만 보고 진실을 단정하지 않습니다. 증거, 맥락, 인지도식, 모순검증을 통해 가장 정당화된 판단을 도출합니다.
FineSchema does not claim certainty where evidence only supports probability.
It does not replace human judgment. It makes judgment inspectable.
A fluent answer is not the same as a valid judgment.
Before AI acts, it must know what it does not know.
Current AI sees signals.
It does not understand judgment.
Most AI systems classify emotion from facial expressions, summarize claims from text, or approve actions from rules. But human truth is not directly visible. A smile can hide anxiety. A record can carry political bias. A decision can look logical while violating moral structure. FineSchema is designed to reason beneath the surface.
Surface Emotion ≠ Real Emotion
A smile may signal joy, politeness, tension, sarcasm, or emotional defense.
Single Record ≠ Historical Truth
Historical records can contain bias, missing context, propaganda, or later reinterpretation.
Fluent Reasoning ≠ Valid Judgment
An AI can sound logical while overgeneralizing, ignoring evidence, or violating moral constraints.
Existing AI reads the surface. FineSchema reads the judgment.
Same input, same context. The difference is not a better guess — it is a different kind of output.
“I'm fine. Do whatever you want.”
ctx: romantic conflict after a delayed response
One label. No context, no contradiction, no uncertainty — and no way to ask why.
SURFACE calm / permissive
LATENT disappointment · passive anger · conflict avoidance
CONFLICT permission granted, warmth withheld
RESPONSE Ask, don't assume.
Hypotheses with uncertainty, the contradiction that produced them, and a safer next move — every part inspectable.
It decomposes claims, emotions, and decisions into verifiable schemas.
Nine states of justified belief — explore them.
A binary true/false destroys information. FineSchema preserves how justified a judgment actually is. Click a state.
Evidence exists on multiple sides, and the claim remains disputed.
From surface language to a justified, explainable verdict.
FineSchema is not an oracle.
FineSchema does not read minds.
FineSchema does not replace human judgment.
FineSchema evaluates how justified a judgment is.
A fluent answer is not the same as a valid judgment.
Judgment you can inspect.
We are opening early conversations with researchers, institutions, and teams who need inspectable judgment — in history, in emotion, in AI action.
Current demos are illustrative prototypes. Production FineSchema will connect to domain evidence, policy cartridges, and live verification APIs.
See how FineSchema will be evaluated →